IMPACTS OF VIDEO QUALITY OF EXPERIENCE ON USER ENGAGEMENT IN A LIVE EVENT

被引:0
|
作者
Diallo, Mamadou Tourad [1 ]
Fieau, Frederic [1 ]
Hennequin, Jean-Baptiste [1 ]
机构
[1] Orange, Orange Labs Networks Audiovisual Network Delivery, Issy Les Moulineaux, France
关键词
User engagement; QoE; video;
D O I
暂无
中图分类号
TP31 [计算机软件];
学科分类号
081202 ; 0835 ;
摘要
In order to understand the effects of QoE (Quality of Experience) on User Engagement, we measured QoE metrics on client side during Roland Garros 2013, an international tennis tournament broadcast live over the Internet. We analyze the impacts of four metrics on User Engagement: the video startup time, buffering ratio, average bitrate and content popularity. Our results demonstrate that video buffering is a critical parameter which impacts enduser satisfaction. We show also that content popularity is an important parameter of our analysis, whereas the video startup time is less significant. We highlight the relationship between the average bitrate and User Engagement in the case of popular content. Finally we confirm a correlation between metrics.
引用
收藏
页数:7
相关论文
共 50 条
  • [1] Understanding the Impact of Video Quality on User Engagement
    Dobrian, Florin
    Awan, Asad
    Joseph, Dilip
    Ganjam, Aditya
    Zhan, Jibin
    Sekar, Vyas
    Stoica, Ion
    Zhang, Hui
    [J]. ACM SIGCOMM COMPUTER COMMUNICATION REVIEW, 2011, 41 (04) : 362 - 373
  • [2] Understanding the Impact of Video Quality on User Engagement
    Dobrian, Florin
    Awan, Asad
    Joseph, Dilip
    Ganjam, Aditya
    Zhan, Jibin
    Sekar, Vyas
    Stoica, Ion
    Zhang, Hui
    [J]. COMMUNICATIONS OF THE ACM, 2013, 56 (03) : 91 - 99
  • [3] Video Features with Impact on User Quality of Experience
    Abbas, Nadine
    Taleb, Sirine
    Hajj, Hazem
    [J]. 2021 3RD IEEE MIDDLE EAST AND NORTH AFRICA COMMUNICATIONS CONFERENCE (MENACOMM), 2021, : 136 - 141
  • [4] Quality user experience in advanced IP video services
    António Pedro Inácio
    Rui Santos Cruz
    Mário Serafim Nunes
    [J]. annals of telecommunications - annales des télécommunications, 2013, 68 : 119 - 131
  • [5] Quality user experience in advanced IP video services
    Inacio, Antonio Pedro
    Cruz, Rui Santos
    Nunes, Mario Serafim
    [J]. ANNALS OF TELECOMMUNICATIONS, 2013, 68 (3-4) : 119 - 131
  • [6] Multi-task Learning for User Engagement and Adoption in Live Video Streaming Events
    Antaris, Stefanos
    Rafailidis, Dimitrios
    Arriaza, Romina
    [J]. MACHINE LEARNING AND KNOWLEDGE DISCOVERY IN DATABASES, ECML PKDD 2021: APPLIED DATA SCIENCE TRACK, PT V, 2021, 12979 : 463 - 478
  • [7] SUBJECTIVE EVALUATION OF USER QUALITY OF EXPERIENCE FOR OMNIDIRECTIONAL VIDEO STREAMING
    Mrvelj, Stefica
    Matulin, Marko
    Martirosov, Sergo
    [J]. PROMET-TRAFFIC & TRANSPORTATION, 2020, 32 (03): : 409 - 421
  • [8] Live Demonstration: Interactive Quality of Experience Evaluation in Kvazzup Video Call
    Rasanen, Joni
    Altonen, Aaro
    Mercat, Alexandre
    Vanne, Jarno
    [J]. 2020 IEEE INTERNATIONAL SYMPOSIUM ON MULTIMEDIA (ISM 2020), 2020, : 27 - 28
  • [9] Improving Quality of Experience for Mobile Broadcasters in Personalized Live Video Streaming
    Ren, Qingmei
    Cui, Yong
    Wu, Wenfei
    Chen, Changfeng
    Chen, Yuchi
    Liu, Jiangchuan
    Huang, Hongyi
    [J]. 2018 IEEE/ACM 26TH INTERNATIONAL SYMPOSIUM ON QUALITY OF SERVICE (IWQOS), 2018,
  • [10] A Deep Graph Reinforcement Learning Model for Improving User Experience in Live Video Streaming
    Antaris, Stelanos
    Rafailidis, Dimitrios
    Gidzijauskas, Sarunas
    [J]. 2021 IEEE INTERNATIONAL CONFERENCE ON BIG DATA (BIG DATA), 2021, : 1787 - 1796